neural operator

Beta-LR: Interpretable Logical Reasoning based on Beta Distribution NAACL 2024 Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains ICML 2024 Can neural operators always be continuously discretized? NeurIPS 2024 Component Fourier Neural Operator for Singularly Perturbed Differential Equations AAAI 2024 Derivative-enhanced Deep Operator Network NeurIPS 2024 Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator IJCAI 2024 Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling JMLR 2024 FUSE: Fast Unified Simulation and Estimation for PDEs NeurIPS 2024 Gaussian Plane-Wave Neural Operator for Electron Density Estimation ICML 2024 Generalizing across Temporal Domains with Koopman Operators AAAI 2024 GeONet: a neural operator for learning the Wasserstein geodesic UAI 2024 HAMLET: Graph Transformer Neural Operator for Partial Differential Equations ICML 2024 Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws ICML 2024 Hierarchical Neural Operator Transformer with Learnable Frequency-aware Loss Prior for Arbitrary-scale Super-resolution ICML 2024 Improved Operator Learning by Orthogonal Attention ICML 2024 Latent Neural Operator for Solving Forward and Inverse PDE Problems NeurIPS 2024 Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation. ICLR 2024 MgNO: Efficient Parameterization of Linear Operators via Multigrid ICLR 2024 MLP-Mixer based surrogate model for seismic ground motion with spatial source and geometry parameters ACML 2024 Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems AAAI 2024 Neural Conditional Probability for Uncertainty Quantification NeurIPS 2024 Neural Krylov Iteration for Accelerating Linear System Solving NeurIPS 2024 Neural operators for boundary stabilization of stop-and-go traffic L4DC 2024 Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving ICML 2024 Neural Spectral Methods: Self-supervised learning in the spectral domain ICLR 2024